Prior to the release of their album President Alien, Yerba Buena collaborated with Me'Shell NdegéOcello on a track titled "Gentleman" for the Red Hot Organization's tribute compilation album for Fela Kuti, Red Hot and Riot. They also appeared on a track called "Colonial Mentality" for the CD. The Paul Heck produced album was critically acclaimed and donated all its proceeds to various AIDS charities.

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The band's debut album, President Alien, was released on April 15, 2003. For the recording of the album, Levin and Diamantes invited several colleagues with whom he had collaborated in the past, including:

Ben Ratliff of The New York Times has described Yerba Buena as “one of New York’s best new dance bands, mixing up the Latin boogaloo of the 60’s, Cuban religious music, some American soul and Fela-like Afrobeat. It’s a history of the transmission of Yoruban culture in a nutshell, and it’s a good party.”

Since Island Life, both Diamantes and Laugart recorded solo albums, with both artists veering closer to traditional Cuban music, while Yerba Buena is yet to release a third CD. Diamantes placed the emphasis on her own compositions, while Laugart recorded the classics "Manicero", "Son de la Loma" and "Besame Mucho", among others.